Anvil Robotics vs Uma
Anvil Robotics vs Uma, compared side by side on 19 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Anvil Robotics is on 43/100 and Uma on 58/100.
Where each one leads
Anvil Robotics
Leads on none of the measures we hold for both companies.
Uma
- our overall score: 58/100 against 43/100
- domain rating: 36/100 against 32/100
- funding raised: $40.0M against $6.5M
At a glance
| Measure | Anvil Robotics | Uma |
|---|---|---|
| What it is | Composable Physical AI hardware platform, "Legos for Robots", ready-to-go devkits for physical AI teams. | Developing advanced physical AI and humanoid robots for industrial and domestic environments, focusing on real-world performance and learning through demonstration. |
| Category | Robotics, Physical AI, Hardware, Artificial Intelligence | Robotics, Artificial Intelligence, Deep Tech, Hardware |
| Sells toBusiness model | B2B | B2B |
| Offering | Hardware + Software | Hardware |
| Founded | 2025 | 2025 |
| Headquarters | San Francisco, United States | Paris, France |
| Status | Active | Active |
Size, funding and growth
| Measure | Anvil Robotics | Uma |
|---|---|---|
| Employees | Not published | 29 |
| Total funding | $6.5M | $40.0M |
| Latest round | Seed | Seed |
| Valuation | Not published | $1.1B |
| LinkedIn followers | Not published | 5,831 |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Anvil Robotics | Uma |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 43/100 | 58/100 |
| Traction | 34/100 | 53/100 |
| Team | Not published | 30/100 |
| Community | 15/100 | Not published |
| Search visibility | 30/100 | 42/100 |
| Quality | 58/100 | 70/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (43/100) | D (42/100) |
| Domain ratingLink authority, 0-100 | 32/100 | 36/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Anvil Robotics | Uma |
|---|---|---|
| Hosting | Vercel | Vercel |
| CDN | Cloudflare | Vercel |
| Frameworks | Next.js, Tailwind CSS | Next.js |
| Analytics | Not detected | Google Tag Manager |
| Open source | Yes | No |
Anvil Robotics vs Uma: common questions
Which is better, Anvil Robotics or Uma?
On our 0-100 score Uma rates higher (58/100 against 43/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 19 data points above: read the rows that match what you are buying for.
How do Anvil Robotics and Uma compare on the numbers?
Uma leads on our overall score (58/100 against 43/100), domain rating (36/100 against 32/100), funding raised ($40.0M against $6.5M).
Read the full Anvil Robotics review and pricing or the Uma review and pricing. You can also browse other Anvil Robotics alternatives we track.